#!/usr/bin/env python3 """Test FSMN-VAD: Voice Activity Detection""" import sys import time def main(): from funasr import AutoModel print("[FSMN-VAD] Loading model...") t0 = time.time() model = AutoModel(model="iic/speech_fsmn_vad_zh-cn-16k-common-pytorch", device="cpu", disable_update=True) print("[FSMN-VAD] Model loaded in %.1fs" % (time.time()-t0)) print("[FSMN-VAD] Running inference...") t0 = time.time() res = model.generate( input="https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_zh.wav", ) print("[FSMN-VAD] Inference done in %.1fs" % (time.time()-t0)) print("[FSMN-VAD] Result: %s" % res) if res and len(res) > 0 and "value" in res[0]: print("[FSMN-VAD] Detected %d speech segments" % len(res[0]["value"])) print("[FSMN-VAD] PASSED") return 0 else: print("[FSMN-VAD] FAILED - no VAD segments detected") return 1 if __name__ == "__main__": sys.exit(main())